Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

Valence Labs via YouTube Direct link

- Docking on PDBBind dataset

9 of 12

9 of 12

- Docking on PDBBind dataset

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Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

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  1. 1 - Intro
  2. 2 - Flowsite: binding site design
  3. 3 - HarmonicFlow: flow matching generative models training
  4. 4 - 3D flow matching generative models training
  5. 5 - 3D flow matching generative models inference
  6. 6 - Making flow matching work for 3D structures
  7. 7 - Harmonic prior for multi-ligands
  8. 8 - Structure self-conditioning
  9. 9 - Docking on PDBBind dataset
  10. 10 - Extending HarmonicFlow to discrete residue types
  11. 11 - Recovering residue types of known binding sites
  12. 12 - Q+A

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